Vincent Andrearczyk
- The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
2020/03/10 by Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah +75 · 26 citations
Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Surgical Treatments #Radiomics and Machine Learning in Medical Imaging
- Disentangling Neuron Representations with Concept Vectors
2023/04/19 by Laura O'Mahony, Vincent Andrearczyk, O'Mahony, Laura +5 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Neural Networks and Applications #Machine Learning and Data Classification
- Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images
2022/01/11 by Vincent Andrearczyk, Andrearczyk, Vincent, Valentin Oreiller +19 · 2 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment #Medical Imaging Techniques and Applications
- Uncovering Unique Concept Vectors through Latent Space Decomposition
2023/07/13 by Mara Graziani, Laura O' Mahony, Graziani, Mara +7 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
- A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction
2025/08/30 by Numan Saeed, Saeed, Numan, Salma Hassan +82 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Head and Neck Cancer Studies